Knowledge Hut

MAY 3, 2024

If you are thinking of a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classifications as well as regression problems, K-Nearest Neighbors (K-NN) is a perfect choice. K-Nearest Neighbors is one of the most basic supervised machine learning algorithms, yet very essential.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

Knowledge Hut

MARCH 22, 2024

The C programming language plays a crucial role in Data Structure and Algorithm (DSA). Since C is a low-level language, it allows for direct memory manipulation, which makes it perfect for implementing complex data structures and algorithms efficiently. This blog will provide you with a strong foundation in DSA using C.

Algorithm 52

Algorithm Programming Language Software Engineering Software Engineer 52

Knowledge Hut

JANUARY 3, 2024

In the field of artificial intelligence, the heuristic search algorithm known as "hill climbing" is employed to address optimization-related issues. The algorithm begins in a suboptimal state and incrementally improves it until a predetermined condition is satisfied. What is a Hill Climbing Algorithm?

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Algorithm Machine Learning Data Science Portfolio 52

ProjectPro

MARCH 5, 2021

Welcome to the World of Recommender Systems!!! Table of Contents What is a Recommender System? The invisible pieces of code that form the gears and cogs of the modern machine age, algorithms have given the world everything from social media feeds to search engines and satellite navigation to music recommendation systems.

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Algorithm Systems Python Datasets 40

Knowledge Hut

MAY 2, 2024

It means a computer or a system designed with machine learning will identify, analyse and change accordingly and give the expected output when it comes across a new pattern of data, without any need of humans. Doesn’t this piece of information gives you a glimpse of the wondrous possibilities of machine learning and its potential uses?

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Machine Learning IT Deep Learning Algorithm 98

Lyft Engineering

APRIL 3, 2023

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

Systems 87

Systems Pipeline-centric Machine Learning Transportation 87

Edureka

MAY 24, 2023

Introduction to Data Structures and Algorithms Data Structures and Algorithms are two of the most important coding concepts you need to learn if you want to build a bright career in Development. Topics to help you get started What are Data Structures and Algorithms? Algorithms act like a roadmap used to complete a process.

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Algorithm Programming Language Java Programming 72

Data Engineering Weekly

SEPTEMBER 26, 2024

Most cloud providers offer built-in encryption options and key management systems (KMS) , making it easier to stay compliant without sacrificing security. The collective design choices and ideas lead to a comprehensive overview of thinking about designing data infrastructure with a privacy-first approach. Why care about privacy?

Systems 67

Systems Engineering Data Warehouse Architecture 67

Booking.com Engineering

JULY 26, 2024

The Engineering Behind High-Performance Ranking Platform: A System Overview An Introduction Booking.com employs sophisticated ranking to optimize search results for each user. For simplicity, multiple systems have been condensed into a single block or omitted entirely to highlight the role of the Ranking platform.

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Systems Engineering Algorithm Machine Learning 42

Zalando Engineering

SEPTEMBER 16, 2024

Currently, ad placements on the homepage are determined by a real-time bidding system. This system can lead to situations where your ad budget is exhausted early in the campaign period, limiting your potential reach. Introduction Zalando Marketing Services (ZMS) is Zalando's advertising platform. The Consequence?

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Algorithm Systems Designing IT 112

Knowledge Hut

JUNE 27, 2023

Data structures and algorithms are the building blocks of effective software in computer science and programming. We shall also discuss various data structures and algorithm projects with source code. What is an Algorithm? Software engineers need to understand algorithms to design dependable and effective code.

Algorithm 52

Algorithm Coding Project Computer Science 52

Engineering at Meta

SEPTEMBER 7, 2023

We’re introducing Arcadia, Meta’s unified system that simulates the compute, memory, and network performance of AI training clusters. We need a systemized source of truth that can simulate various performance factors across compute, storage, and network collectively. For instance, the AI Research SuperCluster for AI research.

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Systems Architecture Designing Utilities 105

Pinterest Engineering

JANUARY 18, 2024

In particular, our machine learning powered ads ranking systems are trying to understand users’ engagement and conversion intent and promote the right ads to the right user at the right time. Our engineers are constantly discovering new algorithms and new signals to improve the performance of our machine learning models.

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Systems Machine Learning Data Mining Algorithm 94

LinkedIn Engineering

OCTOBER 5, 2023

LinkedIn is on the forefront of leveraging EBR technology to revolutionize the way we approach search and recommendation systems. Figure 1 - Example of an Embeddings Graph Embedding based retrieval (EBR) is a method that is used at the early stages of a recommendation or search system.

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IT Metadata Designing Cloud 133

Zalando Engineering

MAY 13, 2024

As a design system evolves alongside with the brand it represents, there are often multiple occasions when a need to introduce variations arises. The previous article on this blog gives a wider overview of the Zalando Design System. The previous article on this blog gives a wider overview of the Zalando Design System.

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Designing Systems Architecture Coding 59

Data Engineering Podcast

JULY 6, 2020

Summary There are an increasing number of use cases for real time data, and the systems to power them are becoming more mature. Many different systems provide a SQL interface to streaming data on various substrates. That’s what the Lenses.io DataOps platform is built for.

Systems 100

Systems Kafka SQL Data Engineer 100

Edureka

JUNE 12, 2024

This includes leveraging AI algorithms to analyze vast amounts of data, automate repetitive tasks, personalize marketing campaigns, and enhance customer experiences. Best AI Marketing Tools Let’s take a look at how Netflix uses AI in its marketing strategies. That’s all thanks to AI. Let’s consider advertising, for example.

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IT Media Algorithm Retail 52

ProjectPro

JUNE 22, 2021

This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in. It's not there. We all have been through this.

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Machine Learning Algorithm Datasets Project 72

Cloudera

MAY 25, 2021

Recommendation systems have become a cornerstone of modern life, spanning sectors that include online retail, music and video streaming, and even content publishing. These systems help us navigate the sheer volume of content on the internet, allowing us to discover what’s interesting or important to us.

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Systems Algorithm Retail Utilities 62

Knowledge Hut

OCTOBER 27, 2023

System design projects involve creating a plan for a complex system that will meet specific requirements or solve a particular problem. These projects may involve designing software applications, network infrastructures, manufacturing processes, or other complex systems. What is System Design?

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Designing Systems Project Cloud Computing 52

Data Engineering Podcast

JULY 20, 2020

Summary Wind energy is an important component of an ecologically friendly power system, but there are a number of variables that can affect the overall efficiency of the turbines. Michael Tegtmeier founded Turbit Systems to help operators of wind farms identify and correct problems that contribute to suboptimal power outputs.

Systems 100

Systems Machine Learning Manufacturing Algorithm 100

Knowledge Hut

JANUARY 3, 2024

Let us utilize 101Blockchains as input, and the SHA256 hash algorithm will provide the output: fbffd63a60374a31aa9811cbc80b577e23925a5874e86a17f712bab874f33ac9. You must be living under a rock if you haven’t come across the term ‘Merkel tree.’ The cryptographic hash of a data block label is given to each leaf node. How Does Merkle Tree Work?

IT 52

IT Certification Algorithm Utilities 52

The Pragmatic Engineer

OCTOBER 17, 2024

We recently covered how CockroachDB joins the trend of moving from open source to proprietary and why Oxide decided to keep using it with self-support , regardless Web hosting:  Netlify : chosen thanks to their super smooth preview system with SSR support. Spare Cores attempts to make it easier to compare prices across cloud providers.

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Cloud Metadata AWS Cloud Computing 273

RandomTrees

DECEMBER 20, 2023

To replicate human cognition, AI uses a system named deep neural network. The next wave of AI technologies that will be prevalent in our daily lives, may not be so far off. Artificial intelligence (A.I.) will be everywhere in the next few years. How does Edge AI work? Improved reliability/autonomous technology. Reduced power.

IT 52

IT Hospitality Healthcare Deep Learning 52

Booking.com Engineering

NOVEMBER 8, 2022

Abstract : Customer reviews is a high-traffic system, which requires scaling to meet peak usage times. A consistent hashing algorithm that allowed for scaling without removing any of our availability zones from receiving traffic. Introduction Business case Booking.com’s review system is a core part of our platform.

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Systems Algorithm Consulting Architecture 52

Edureka

JULY 4, 2024

You can know about the utilization of language and models in the AI system. Generally, automation is known for the common settings for the machine through AI which follows all the commands of the system. AI is the most popular technology among people. They could help you to develop your business with the help of AI automation.

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IT Cloud Computing Algorithm Media 40

Knowledge Hut

MARCH 19, 2024

Professionals use statistical analysis and algorithms to extract knowledge from both structured and unstructured data. Algorithms and data structures are necessary for a successful software engineering profession. After completing computer science studies, data science has become a popular career choice for graduates.

Software Engineering 52

Software Engineering Software Engineer Engineering IT 52

Edureka

JULY 18, 2024

It understands concepts like ambiguity and nuance – the two biggest blindspots of traditional computer systems This shift from generic AI to context-aware systems paves the way for a more natural and effective human-machine interaction. Think about a smart home system. What is Contextual AI? New to generative AI?

Systems 40

Systems Retail Food Education 40

AltexSoft

JULY 27, 2021

You’ll learn about the types of recommender systems, their differences, strengths, weaknesses, and real-life examples. Personalization and recommender systems in a nutshell. Primarily developed to help users deal with a large range of choices they encounter, recommender systems come into play. Amazon, Booking.com) and.

Machine Learning 76

Machine Learning Systems Algorithm Deep Learning 76

ProjectPro

NOVEMBER 8, 2021

Computer Vision focuses on replicating the complex working of the human visual system and enabling a machine or computer to identify and process different objects in videos and images, just like a human being. With no future adieu, let's look at some of the most commonly used computer vision algorithms and applications.

Algorithm 52

Algorithm Medical Datasets Python 52

Ripple Engineering

JUNE 20, 2023

The RippleX engineering team has published a new whitepaper that provides an overview of the Payment Engine (PE) system, including design concepts and examples. The full whitepaper demonstrates key concepts of the PE system with several examples. Read the full whitepaper here.

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Designing Systems Engineering Algorithm 52

Data Engineering Podcast

JULY 27, 2020

Summary A majority of the scalable data processing platforms that we rely on are built as distributed systems. Kyle Kingsbury created the Jepsen framework for testing the guarantees of distributed data processing systems and identifying when and why they break. This brings with it a vast number of subtle ways that errors can creep in.

Systems 100

Systems Building Scala Java 100

Edureka

JUNE 12, 2024

Imagine going for a job interview, and an AI system scores your resume, determining whether you get shortlisted or not. In finance, AI algorithms analyze data and make trading decisions. Today, AI systems seem to be unbiased, but if not designed carefully, they can continue and amplify societal biases.

IT 52

IT Healthcare Medical Recruitment 52

Striim

AUGUST 7, 2024

The integration enables AI algorithms to immediately generate insights and trigger actions based on detected anomalies. Here is the brief description of the algorithm from Snowflake documentation: “The anomaly detection algorithm is powered by a gradient boosting machine (GBM). where ld.amount 1.5*ad.upper_bound

IT 52

IT Entertainment MySQL Raw Data 52

Knowledge Hut

JULY 27, 2023

By applying a specific algorithm, the hash value is calculated through a one-way process. Moreover, hash functions in cyber security are widely used in data deduplication and indexing systems. In the rapidly evolving landscape of cybersecurity, the significance of hashing (a cryptographic technique) cannot be emphasized enough.

IT 52

IT Algorithm Data Integration Utilities 52

Data Engineering Podcast

FEBRUARY 18, 2019

Summary Distributed storage systems are the foundational layer of any big data stack. Alluxio is a distributed virtual filesystem which integrates with multiple persistent storage systems to provide a scalable, in-memory storage layer for scaling computational workloads independent of the size of your data.

Systems 100

Systems Java Media Algorithm 100

Data Engineering Podcast

MAY 6, 2019

Summary The database market continues to expand, offering systems that are suited to virtually every use case. In this episode Ryan Worl explains how it is architected, how to use it for your applications, and provides examples of system design patterns that can be built on top of it.

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Systems MongoDB NoSQL Database 100